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Large-scale migration of legacy C code to Rust offers a promising path toward improving memory safety, but LLM-based C-to-Rust translation remains challenging due to limited context windows and hallucinations. Prior approaches are evaluated…

软件工程 · 计算机科学 2026-04-15 Muhammad Farrukh , Baris Coskun , Tapti Palit , Michalis Polychronakis

Automating C-to-Rust migration is critical for improving software security without sacrificing performance. Traditional rule-based methods struggle with diverse C idioms, often producing rigid and unidiomatic Rust code. Large Language…

软件工程 · 计算机科学 2026-04-06 Jia Feng , Wenjie Gan , Cuiyun Gao , Chaozheng Wang , Feng Luo , Xin Xia , Ge Li , Kui Liu

Migrating existing C programs into Rust is increasingly desired, as Rust offers superior memory safety while maintaining C's high performance. However, vastly different features between C and Rust--e.g., distinct definitions and usages of…

软件工程 · 计算机科学 2025-03-25 Xuemeng Cai , Jiakun Liu , Xiping Huang , Yijun Yu , Haitao Wu , Chunmiao Li , Bo Wang , Imam Nur Bani Yusuf , Lingxiao Jiang

The growing adoption of Rust for its memory safety and performance has increased the demand for effective migration of legacy C codebases. However, existing rule-based translators (e.g., \ctorust) often generate verbose, non-idiomatic code…

软件工程 · 计算机科学 2026-03-31 Yanyan Yan , Yang Feng , Jiangshan Liu , Di Liu , Zixi Liu , Hao Teng , Baowen Xu

Dubbed a safer C, Rust is a modern programming language that combines memory safety and low-level control. This interesting combination has made Rust very popular among developers and there is a growing trend of migrating legacy codebases…

编程语言 · 计算机科学 2023-03-21 Hanliang Zhang , Cristina David , Yijun Yu , Meng Wang

Existing C to Rust translation techniques fail to balance quality and scalability: transpilation-based approaches scale to large projects but produce code with poor safety, idiomaticity, and readability. In contrast, LLM-based techniques…

软件工程 · 计算机科学 2025-11-26 Saman Dehghan , Tianran Sun , Tianxiang Wu , Zihan Li , Reyhaneh Jabbarvand

Rewriting C code in Rust provides stronger memory safety, yet migrating large codebases such as the 32-million-line Linux kernel remains challenging. While rule-based translators (e.g., C2Rust) provide accurate yet largely unsafe Rust…

编程语言 · 计算机科学 2025-04-01 Yuchen Liu , Junhao Hu , Yingdi Shan , Ge Li , Yanzhen Zou , Yihong Dong , Tao Xie

Translating legacy C codebases to Rust is increasingly demanded for building safety-critical systems. While various approaches have emerged for this task, they face inherent trade-offs: rule-based methods often struggle to satisfy code…

软件工程 · 计算机科学 2026-01-14 Chaofan Wang , Tingrui Yu , Beijun Shen , Jie Wang , Dong Chen , Wenrui Zhang , Yuling Shi , Chen Xie , Xiaodong Gu

Translating C to Rust is a promising way to enhance the reliability of legacy system programs. Although the industry has developed an automatic C-to-Rust translator, C2Rust, its translation remains unsatisfactory. One major reason is that…

软件工程 · 计算机科学 2025-10-31 Jaemin Hong , Sukyoung Ryu

Rust aims to offer full memory safety for programs, a guarantee that untamed C programs do not enjoy. How difficult is it to translate existing C code to Rust? To get a complementary view from that of automatic C to Rust translators, we…

软件工程 · 计算机科学 2024-12-09 Ruishi Li , Bo Wang , Tianyu Li , Prateek Saxena , Ashish Kundu

The popularity of the Rust language continues to explode; yet, many critical codebases remain authored in C. Automatically translating C to Rust is thus an appealing course of action. Several works have gone down this path, handling an…

编程语言 · 计算机科学 2026-02-26 Aymeric Fromherz , Jonathan Protzenko

C/C++ is a prevalent programming language. Yet, it suffers from significant memory and thread-safety issues. Recent studies have explored automated translation of C/C++ to safer languages, such as Rust. However, these studies focused mostly…

软件工程 · 计算机科学 2026-02-03 Biruk Tadesse , Vikram Nitin , Mazin Salah , Baishakhi Ray , Marcelo d'Amorim , Wesley Assunção

C-to-Rust transpilation is essential for modernizing legacy C code while enhancing safety and interoperability with modern Rust ecosystems. However, no dataset currently exists for evaluating whether a system can transpile C into safe Rust…

软件工程 · 计算机科学 2025-10-03 Anirudh Khatry , Robert Zhang , Jia Pan , Ziteng Wang , Qiaochu Chen , Greg Durrett , Isil Dillig

Rust is a strong contender for a memory-safe alternative to C as a "systems" language, but porting the vast amount of existing C code to Rust remains daunting. In this paper, we evaluate the potential of large language models (LLMs) to…

密码学与安全 · 计算机科学 2026-04-24 Muhammad Farrukh , Baris Coskun , Tapti Palit , Michalis Polychronakis

Rust is a multi-paradigm programming language developed by Mozilla that focuses on performance and safety. Rust code is arguably known best for its speed and memory safety, a property essential while developing embedded systems. Thus, it…

Rust is a memory-safe programming language that significantly improves software security. Existing codebases written in unsafe memory languages, such as C, must first be transpiled to Rust to take advantage of Rust's improved safety…

软件工程 · 计算机科学 2025-10-10 Yubo Bai , Tapti Palit

Memory safety vulnerabilities remain prevalent in today's software systems and one promising solution to mitigate them is to adopt memory-safe languages such as Rust. Due to legacy code written in memory unsafe C, there is strong motivation…

软件工程 · 计算机科学 2025-12-11 Momoko Shiraishi , Yinzhi Cao , Takahiro Shinagawa

Translating C code into safe Rust is an effective way to ensure memory safety. Compared to rule-based approaches, which often produce largely unsafe Rust code, LLM-based methods generate more idiomatic and safer Rust by leveraging extensive…

软件工程 · 计算机科学 2026-05-13 Zhiqiang Yuan , Wenjun Mao , Zhuo Chen , Xiyue Shang , Chong Wang , Yiling Lou , Xin Peng

In recent years, there has been a lot of interest in converting C code to Rust, to benefit from the memory and thread safety guarantees of Rust. C2Rust is a rule-based system that can automatically convert C code to functionally identical…

软件工程 · 计算机科学 2025-12-08 Vikram Nitin , Rahul Krishna , Luiz Lemos do Valle , Baishakhi Ray

Recent advancements in large language models (LLMs) have demonstrated impressive capabilities in code translation, typically evaluated using benchmarks like CodeTransOcean and RepoTransBench. However, dependency-free benchmarks fail to…

软件工程 · 计算机科学 2025-10-20 Guangsheng Ou , Mingwei Liu , Yuxuan Chen , Yanlin Wang , Xin Peng , Zibin Zheng
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